MEDICAL APPLICATIONS OF IR AND THZ LASER MOLECULAR IMAGING AND MACHINE LEARNING
Yu.V.Kistenev, Tomsk State University, Tomsk, Russia
A.V.Borisov, Tomsk State University, Tomsk, Russia
A.I.Knyazkova, Institute of Strength Physics and Materials Science SB RAS, Tomsk, Russia
D.A. Vrazhnov, Institute of Strength Physics and Materials Science SB RAS, Tomsk, Russia
V.E Skiba, Tomsk State University, Tomsk, Russia
V.V. Prischepa, Tomsk State University, Tomsk, Russia
A.Cuisset, Université du Littoral Côte d’Opale, Dunkerque, France
Abstract
We plan to discuss peculiarities of the using laser molecular imaging technique in combination with machine learning for medical diagnosis tools creation. It includes methods of informative features extracting from experimental data, and creating of prognostic models for new data analysis and classification.
This work was performed under the Government statement of work for ISPMS Project No. III.23.2.10, and with partial financial support from the Russian Foundation for Basic Research, Grant No. №17-00-00275 (17-00-00186).
Speaker
Kistenev Yury
Tomsk State University
Russia
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